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Matt Pocock (AIhero) - Build DeepSearch in TypeScript
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00-Resources
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HTML
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PROMTS
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001 What Are We Building.mp4
001 What Are We Building.mp4
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18.7 MB
002 Installation Instructions (Don
002 Installation Instructions (Don't Skip This!).mp4
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48.1 MB
003 Cursor Tips.mp4
003 Cursor Tips.mp4
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1.4 MB
004 Explore The Repo problem.mp4
004 Explore The Repo problem.mp4
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6.7 MB
005 Explore The Repo solution.mp4
005 Explore The Repo solution.mp4
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19.7 MB
006 Setting Up Postgres.mp4
006 Setting Up Postgres.mp4
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21.2 MB
007 Using Drizzle & Drizzle Studio.mp4
007 Using Drizzle & Drizzle Studio.mp4
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20.3 MB
008 Setting Up Redis.mp4
008 Setting Up Redis.mp4
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45.1 MB
009 FAQ
009 FAQ's.mp4
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15.9 MB
010 Introduction.mp4
010 Introduction.mp4
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13.1 MB
011 Choose An LLM problem.mp4
011 Choose An LLM problem.mp4
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19.8 MB
012 Choose An LLM solution.mp4
012 Choose An LLM solution.mp4
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8 MB
013 Our First Model Call problem.mp4
013 Our First Model Call problem.mp4
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9.8 MB
014 Our First Model Call solution.mp4
014 Our First Model Call solution.mp4
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12.5 MB
015 Set Up Discord Authentication problem.mp4
015 Set Up Discord Authentication problem.mp4
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29.1 MB
016 Set Up Discord Authentication solution.mp4
016 Set Up Discord Authentication solution.mp4
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14.5 MB
017 Create A Naive Agent With Serper problem.mp4
017 Create A Naive Agent With Serper problem.mp4
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51.7 MB
018 Create A Naive Agent With Serper solution.mp4
018 Create A Naive Agent With Serper solution.mp4
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15.1 MB
019 Showing Tool Calls In The Frontend problem.mp4
019 Showing Tool Calls In The Frontend problem.mp4
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56.7 MB
020 Showing Tool Calls In The Frontend solution.mp4
020 Showing Tool Calls In The Frontend solution.mp4
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14.8 MB
021 Search Grounding (optional) problem.mp4
021 Search Grounding (optional) problem.mp4
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19.3 MB
022 Search Grounding (optional) solution.mp4
022 Search Grounding (optional) solution.mp4
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31.2 MB
023 Rate Limiting (optional) problem.mp4
023 Rate Limiting (optional) problem.mp4
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30.6 MB
024 Rate Limiting (optional) solution.mp4
024 Rate Limiting (optional) solution.mp4
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29.3 MB
025 Connecting Our App To MCP Servers (optional).mp4
025 Connecting Our App To MCP Servers (optional).mp4
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25.5 MB
026 Create Database Resources For Persisting Messages problem.mp4
026 Create Database Resources For Persisting Messages problem.mp4
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47.2 MB
027 Create Database Resources For Persisting Messages solution.mp4
027 Create Database Resources For Persisting Messages solution.mp4
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18.4 MB
028 Persist Chats To The Database problem.mp4
028 Persist Chats To The Database problem.mp4
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55.3 MB
029 Persist Chats To The Database solution.mp4
029 Persist Chats To The Database solution.mp4
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15.9 MB
030 Creating New Chats In The Frontend problem.mp4
030 Creating New Chats In The Frontend problem.mp4
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34.7 MB
031 Creating New Chats In The Frontend solution.mp4
031 Creating New Chats In The Frontend solution.mp4
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12.1 MB
032 Showing The Saved Chats In The Frontend problem.mp4
032 Showing The Saved Chats In The Frontend problem.mp4
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24.4 MB
033 Showing The Saved Chats In The Frontend solution.mp4
033 Showing The Saved Chats In The Frontend solution.mp4
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19 MB
034 Fixing The
034 Fixing The 'New Chat' Button (optional) problem.mp4
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3.6 MB
035 Fixing The
035 Fixing The 'New Chat' Button (optional) solution.mp4
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22.7 MB
036 Adding
036 Adding 'use-scroll-to-bottom' (optional) problem.mp4
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8.7 MB
037 Adding
037 Adding 'use-scroll-to-bottom' (optional) solution.mp4
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27.3 MB
038 Choosing An Observability Platform.mp4
038 Choosing An Observability Platform.mp4
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37.7 MB
039 Integrating Langfuse problem.mp4
039 Integrating Langfuse problem.mp4
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31 MB
040 Integrating Langfuse solution.mp4
040 Integrating Langfuse solution.mp4
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18.2 MB
041 Passing Extra Metadata To Langfuse problem.mp4
041 Passing Extra Metadata To Langfuse problem.mp4
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34.6 MB
042 Passing Extra Metadata To Langfuse solution.mp4
042 Passing Extra Metadata To Langfuse solution.mp4
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11.9 MB
043 Adding A Scraper problem.mp4
043 Adding A Scraper problem.mp4
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59.1 MB
044 Adding A Scraper solution.mp4
044 Adding A Scraper solution.mp4
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31.6 MB
045 Making The LLM Date-Aware (optional) problem.mp4
045 Making The LLM Date-Aware (optional) problem.mp4
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19 MB
046 Making The LLM Date-Aware (optional) solution.mp4
046 Making The LLM Date-Aware (optional) solution.mp4
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10.2 MB
047 Improving Our Crawler (optional).mp4
047 Improving Our Crawler (optional).mp4
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69.7 MB
048 Reporting DB Calls To Langfuse (optional) problem.mp4
048 Reporting DB Calls To Langfuse (optional) problem.mp4
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13.6 MB
049 Reporting DB Calls To Langfuse (optional) solution.mp4
049 Reporting DB Calls To Langfuse (optional) solution.mp4
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21.5 MB
050 Initializing Evalite problem.mp4
050 Initializing Evalite problem.mp4
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31.9 MB
051 Initializing Evalite solution.mp4
051 Initializing Evalite solution.mp4
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10.3 MB
052 Choosing Our Success Criteria.mp4
052 Choosing Our Success Criteria.mp4
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105.7 MB
053 Making Our System Testable problem.mp4
053 Making Our System Testable problem.mp4
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26.8 MB
054 Making Our System Testable solution.mp4
054 Making Our System Testable solution.mp4
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17.4 MB
055 Our First Deterministic Eval problem.mp4
055 Our First Deterministic Eval problem.mp4
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40.3 MB
056 Our First Deterministic Eval solution.mp4
056 Our First Deterministic Eval solution.mp4
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20.9 MB
057 Adding A Global Rate Limiter (optional) problem.mp4
057 Adding A Global Rate Limiter (optional) problem.mp4
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28.5 MB
058 Adding A Global Rate Limiter (optional) solution.mp4
058 Adding A Global Rate Limiter (optional) solution.mp4
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34.2 MB
059 The Data Flywheel.mp4
059 The Data Flywheel.mp4
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42.1 MB
060 Our First LLM-As-A-Judge Eval problem.mp4
060 Our First LLM-As-A-Judge Eval problem.mp4
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47 MB
061 Our First LLM-As-A-Judge Eval solution.mp4
061 Our First LLM-As-A-Judge Eval solution.mp4
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25.4 MB
062 Create A Simple Dataset problem.mp4
062 Create A Simple Dataset problem.mp4
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48.2 MB
063 Create A Simple Dataset solution.mp4
063 Create A Simple Dataset solution.mp4
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59.7 MB
064 Organizing Our Dataset Into Dev, CI and Regression (optional) problem.mp4
064 Organizing Our Dataset Into Dev, CI and Regression (optional) problem.mp4
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15.8 MB
065 Organizing Our Dataset Into Dev, CI and Regression (optional) solution.mp4
065 Organizing Our Dataset Into Dev, CI and Regression (optional) solution.mp4
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9 MB
066 Assessing Answer Relevancy (optional) problem.mp4
066 Assessing Answer Relevancy (optional) problem.mp4
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13.5 MB
067 Assessing Answer Relevancy (optional) solution.mp4
067 Assessing Answer Relevancy (optional) solution.mp4
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16 MB
068 Extracting The Parameters Of Our System (optional) problem.mp4
068 Extracting The Parameters Of Our System (optional) problem.mp4
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16.7 MB
069 Extracting The Parameters Of Our System (optional) solution.mp4
069 Extracting The Parameters Of Our System (optional) solution.mp4
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23.5 MB
070 What
070 What's Wrong With Our Current Approach_.mp4
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28.5 MB
071 Designing Our New System Prompt problem.mp4
071 Designing Our New System Prompt problem.mp4
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13.5 MB
071.1 Designing Our New System Prompt problem.mp4
071.1 Designing Our New System Prompt problem.mp4
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28.5 MB
072 Designing Our New System Prompt solution.mp4
072 Designing Our New System Prompt solution.mp4
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2.7 MB
073 Creating a Next Action Picker problem.mp4
073 Creating a Next Action Picker problem.mp4
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7.1 MB
074 Creating a Next Action Picker solution.mp4
074 Creating a Next Action Picker solution.mp4
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11.8 MB
075 Implementing The Loop solution.mp4
075 Implementing The Loop solution.mp4
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9.3 MB
076 Connecting Our Loop To The Frontend problem.mp4
076 Connecting Our Loop To The Frontend problem.mp4
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30.1 MB
077 Connecting Our Loop To The Frontend solution.mp4
077 Connecting Our Loop To The Frontend solution.mp4
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11.6 MB
078 Smoothing Our Streaming (optional) problem.mp4
078 Smoothing Our Streaming (optional) problem.mp4
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19.6 MB
079 Smoothing Our Streaming (optional) solution.mp4
079 Smoothing Our Streaming (optional) solution.mp4
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16.6 MB
080 Showing The Steps Taken in The Frontend problem.mp4
080 Showing The Steps Taken in The Frontend problem.mp4
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39.5 MB
081 Showing The Steps Taken in The Frontend solution.mp4
081 Showing The Steps Taken in The Frontend solution.mp4
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27 MB
082 Fixing Telemetry problem.mp4
082 Fixing Telemetry problem.mp4
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2.3 MB
083 Fixing Telemetry solution.mp4
083 Fixing Telemetry solution.mp4
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21 MB
084 Passing The Message History problem.mp4
084 Passing The Message History problem.mp4
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4.1 MB
085 Passing The Message History solution.mp4
085 Passing The Message History solution.mp4
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21 MB
086 Persisting Our New Setup To The Backend problem.mp4
086 Persisting Our New Setup To The Backend problem.mp4
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7.7 MB
087 Persisting Our New Setup To The Backend solution.mp4
087 Persisting Our New Setup To The Backend solution.mp4
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40.1 MB
088 Generating Chat Titles (optional) problem.mp4
088 Generating Chat Titles (optional) problem.mp4
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13.8 MB
089 Generating Chat Titles (optional) solution.mp4
089 Generating Chat Titles (optional) solution.mp4
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20.6 MB
090 Adding Geolocation Info To The System Prompt (optional) problem.mp4
090 Adding Geolocation Info To The System Prompt (optional) problem.mp4
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7.3 MB
091 Adding Geolocation Info To The System Prompt (optional) solution.mp4
091 Adding Geolocation Info To The System Prompt (optional) solution.mp4
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27 MB
092 Agents vs Workflows.mp4
092 Agents vs Workflows.mp4
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40.2 MB
093 Collapse Search and Crawl into one tool problem.mp4
093 Collapse Search and Crawl into one tool problem.mp4
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20.9 MB
094 Collapse Search and Crawl into one tool solution.mp4
094 Collapse Search and Crawl into one tool solution.mp4
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22.3 MB
095 Search, Scrape, Summarize problem.mp4
095 Search, Scrape, Summarize problem.mp4
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21.1 MB
096 Search, Scrape, Summarize solution.mp4
096 Search, Scrape, Summarize solution.mp4
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50.1 MB
097 Making A Query Rewriter problem.mp4
097 Making A Query Rewriter problem.mp4
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73.3 MB
098 Making A Query Rewriter solution.mp4
098 Making A Query Rewriter solution.mp4
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40.7 MB
099 Use A Combined Search_Scrape API Instead (optional) problem.mp4
099 Use A Combined Search_Scrape API Instead (optional) problem.mp4
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15.1 MB
100 Use A Combined Search_Scrape API Instead (optional) solution.mp4
100 Use A Combined Search_Scrape API Instead (optional) solution.mp4
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22.2 MB
101 Resumable Streams (optional).mp4
101 Resumable Streams (optional).mp4
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96.5 MB
102 Building An Evaluator problem.mp4
102 Building An Evaluator problem.mp4
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35.4 MB
103 Building An Evaluator solution.mp4
103 Building An Evaluator solution.mp4
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31.8 MB
104 Showing Sources In The Frontend problem.mp4
104 Showing Sources In The Frontend problem.mp4
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8.1 MB
105 Showing Sources In The Frontend solution.mp4
105 Showing Sources In The Frontend solution.mp4
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20.4 MB
106 Implementing Guardrails (optional) problem.mp4
106 Implementing Guardrails (optional) problem.mp4
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35.1 MB
107 Implementing Guardrails (optional) solution.mp4
107 Implementing Guardrails (optional) solution.mp4
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19.6 MB
108 Implement An Ask Clarifying Questions Step (optional) problem.mp4
108 Implement An Ask Clarifying Questions Step (optional) problem.mp4
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17.8 MB
109 Implement An Ask Clarifying Questions Step (optional) solution.mp4
109 Implement An Ask Clarifying Questions Step (optional) solution.mp4
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22.3 MB
110 Showing Usage In The Frontend (optional) problem.mp4
110 Showing Usage In The Frontend (optional) problem.mp4
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13.6 MB
111 Showing Usage In The Frontend (optional) solution.mp4
111 Showing Usage In The Frontend (optional) solution.mp4
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24.4 MB
112 Migrating to AI SDK v5 (optional).mp4
112 Migrating to AI SDK v5 (optional).mp4
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297.4 MB
My Drive
Data
Matt Pocock (AIhero) - Build DeepSearch in TypeScript
00-Resources
txt icon
00-Resources.txt
me
Aug 08, 2025 me
30 B
My Drive
Data
Matt Pocock (AIhero) - Build DeepSearch in TypeScript
HTML
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001 Setting Up Postgres.html
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3.8 MB
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002 Using Drizzle & Drizzle Studio.html
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3.2 MB
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003 Setting Up Redis.html
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2.5 MB
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004 FAQ's.html
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1.6 MB
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005 Introduction.html
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1.6 MB
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006 Choose An LLM.html
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1.7 MB
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007 Choose An LLM (1).html
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3.6 MB
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008 Our First Model Call.html
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1.7 MB
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009 Our First Model Call (1).html
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3 MB
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010 Set Up Discord Authentication.html
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1.6 MB
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011 Set Up Discord Authentication (1).html
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3.3 MB
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012 Create A Naive Agent With Serper.html
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1.6 MB
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013 Create A Naive Agent With Serper (1).html
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3.4 MB
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014 Showing Tool Calls In The Frontend.html
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1.7 MB
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015 Showing Tool Calls In The Frontend (1).html
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2.1 MB
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016 Search Grounding (optional).html
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1.7 MB
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017 Search Grounding (optional) (1).html
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12.8 MB
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018 Rate Limiting (optional).html
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1.6 MB
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019 Rate Limiting (optional) (1).html
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4.1 MB
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020 Rate Limiting Anonymous Users (optional).html
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1.4 MB
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021 Connecting Our App To MCP Servers (optional).html
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1.6 MB
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022 Create Database Resources For Persisting Messages.html
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1.7 MB
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023 Create Database Resources For Persisting Messages (1).html
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2 MB
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024 Persist Chats To The Database.html
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1.7 MB
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025 Persist Chats To The Database (1).html
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1.9 MB
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026 Creating New Chats In The Frontend.html
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1.7 MB
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027 Creating New Chats In The Frontend (1).html
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3.9 MB
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028 Showing The Saved Chats In The Frontend.html
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1.6 MB
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029 Showing The Saved Chats In The Frontend (1).html
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1.7 MB
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030 Fixing The 'New Chat' Button (optional).html
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1.7 MB
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031 Fixing The 'New Chat' Button (optional) (1).html
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1.7 MB
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032 Adding 'use-scroll-to-bottom' (optional).html
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1.7 MB
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033 Adding 'use-scroll-to-bottom' (optional) (1).html
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1.7 MB
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034 Choosing An Observability Platform.html
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1.7 MB
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035 Integrating Langfuse.html
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1.7 MB
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036 Integrating Langfuse (1).html
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3.6 MB
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037 Passing Extra Metadata To Langfuse.html
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1.7 MB
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038 Passing Extra Metadata To Langfuse (1).html
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4 MB
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039 Adding A Scraper.html
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1.7 MB
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040 Adding A Scraper (1).html
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4.6 MB
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041 Making The LLM Date-Aware (optional).html
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1.6 MB
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042 Making The LLM Date-Aware (optional) (1).html
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4 MB
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043 Improving Our Crawler (optional).html
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1.7 MB
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044 Reporting DB Calls To Langfuse (optional).html
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1.6 MB
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045 Reporting DB Calls To Langfuse (optional) (1).html
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2.5 MB
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046 Initializing Evalite.html
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1.6 MB
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047 Initializing Evalite (1).html
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2.3 MB
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048 Choosing Our Success Criteria.html
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1.6 MB
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049 Making Our System Testable.html
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1.7 MB
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050 Making Our System Testable (1).html
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2.6 MB
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051 Our First Deterministic Eval.html
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1.6 MB
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052 Our First Deterministic Eval (1).html
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2.7 MB
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053 Adding A Global Rate Limiter (optional).html
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1.7 MB
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054 Adding A Global Rate Limiter (optional) (1).html
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2.5 MB
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055 Optimizing Our Prompt (optional).html
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1.4 MB
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056 The Data Flywheel.html
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1.7 MB
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057 Our First LLM-As-A-Judge Eval.html
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1.7 MB
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058 Our First LLM-As-A-Judge Eval (1).html
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2.4 MB
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059 Create A Simple Dataset.html
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1.6 MB
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060 Create A Simple Dataset (1).html
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2.8 MB
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061 Organizing Our Dataset Into Dev, CI and Regression (optional).html
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1.7 MB
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062 Organizing Our Dataset Into Dev, CI and Regression (optional) (1).html
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5.4 MB
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063 Assessing Answer Relevancy (optional).html
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1.7 MB
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064 Assessing Answer Relevancy (optional) (1).html
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3.1 MB
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065 Extracting The Parameters Of Our System (optional).html
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1.7 MB
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066 Extracting The Parameters Of Our System (optional) (1).html
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3 MB
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067 What's Wrong With Our Current Approach？.html
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1.7 MB
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068 Designing Our New System Prompt.html
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1.9 MB
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069 Designing Our New System Prompt (1).html
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2.1 MB
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070 Creating a Next Action Picker.html
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1.7 MB
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071 Creating a Next Action Picker (1).html
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2.7 MB
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072 Implementing The Loop.html
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1.5 MB
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073 Implementing The Loop (1).html
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2.2 MB
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074 Connecting Our Loop To The Frontend.html
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1.7 MB
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075 Connecting Our Loop To The Frontend (1).html
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1.7 MB
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076 Optimize Our Answering System Prompt With Exemplars (optional).html
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1.5 MB
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077 Smoothing Our Streaming (optional).html
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1.7 MB
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078 Smoothing Our Streaming (optional) (1).html
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2.6 MB
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079 Showing The Steps Taken in The Frontend.html
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1.8 MB
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080 Showing The Steps Taken in The Frontend (1).html
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3.6 MB
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081 Fixing Telemetry.html
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1.7 MB
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082 Fixing Telemetry (1).html
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4.1 MB
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083 Passing The Message History.html
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2.6 MB
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084 Passing The Message History (1).html
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4.6 MB
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085 Persisting Our New Setup To The Backend.html
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086 Persisting Our New Setup To The Backend (1).html
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087 Generating Chat Titles (optional).html
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088 Generating Chat Titles (optional) (1).html
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089 Adding Geolocation Info To The System Prompt (optional).html
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090 Adding Geolocation Info To The System Prompt (optional) (1).html
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091 Agents vs Workflows.html
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092 Collapse Search and Crawl into one tool.html
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093 Collapse Search and Crawl into one tool (1).html
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094 Search, Scrape, Summarize.html
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095 Search, Scrape, Summarize (1).html
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096 Making A Query Rewriter.html
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097 Making A Query Rewriter (1).html
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098 Use A Combined Search_Scrape API Instead (optional).html
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099 Use A Combined Search_Scrape API Instead (optional) (1).html
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100 Resumable Streams (optional).html
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101 Building An Evaluator.html
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102 Building An Evaluator (1).html
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103 Showing Sources In The Frontend.html
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104 Showing Sources In The Frontend (1).html
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105 Implementing Guardrails (optional).html
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106 Implementing Guardrails (optional) (1).html
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107 Implement An Ask Clarifying Questions Step (optional).html
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108 Implement An Ask Clarifying Questions Step (optional) (1).html
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109 Showing Usage In The Frontend (optional).html
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110 Showing Usage In The Frontend (optional) (1).html
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111 Migrating to AI SDK v5 (optional).html
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My Drive
Data
Matt Pocock (AIhero) - Build DeepSearch in TypeScript
PROMTS
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Adding 'use-scroll-to-bottom' (optional).txt
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Adding 'use-scroll-to-bottom' Solution.txt
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Adding A Global Rate Limiter (optional).txt
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Adding A Global Rate Limiter Solution.txt
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Adding A Scraper.txt
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Adding A Scraper Solution.txt
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Adding Geolocation Info To The System Prompt (optional).txt
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Adding Geolocation Info To The System Prompt Solution.txt
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Assessing Answer Relevancy (optional).txt
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Assessing Answer Relevancy Solution.txt
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Building An Evaluator.txt
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Building An Evaluator Solution.txt
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Choose An LLM.txt
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Choose An LLM Solution.txt
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Collapse Search and Crawl Into One Tool Solution.txt
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Collapse Search and Crawl into one tool.txt
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Connecting Our Loop To The Frontend.txt
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Connecting Our Loop To The Frontend Solution.txt
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Create A Naive Agent With Serper.txt
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Create A Naive Agent With Serper Solution.txt
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Create A Simple Dataset.txt
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Create A Simple Dataset Solution.txt
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Create Database Resources For Persisting Messages.txt
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Create Database Resources For Persisting Messages Solution.txt
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Creating New Chats In The Frontend.txt
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Creating New Chats In The Frontend Solution.txt
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Creating a Next Action Picker.txt
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Creating a Next Action Picker solution.txt
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Designing Our New System Prompt.txt
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Designing Our New System Prompt Solution.txt
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Explore The Repo.txt
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Explore the repo solution.txt
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Extracting The Parameters Of Our System (optional).txt
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Extracting The Parameters Of Our System Solution.txt
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Fixing Telemetry.txt
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Fixing Telemetry Solution.txt
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Fixing The 'New Chat' Button (optional).txt
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Fixing The 'New Chat' Button Solution.txt
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Generating Chat Titles (optional).txt
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Generating Chat Titles Solution.txt
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Implement An Ask Clarifying Questions Step (optional).txt
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Implement An Ask Clarifying Questions Step Solution.txt
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Implementing Guardrails (optional).txt
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Implementing Guardrails Solution.txt
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Implementing The Loop.txt
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Implementing The Loop Solution.txt
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Initializing Evalite.txt
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Initializing Evalite Solution.txt
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Integrating Langfuse.txt
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Integrating Langfuse Solution.txt
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Making A Query Rewriter.txt
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Making A Query Rewriter Solution.txt
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Making Our System Testable.txt
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Making Our System Testable Solution.txt
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Making The LLM Date-Aware (optional).txt
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Making The LLM Date-Aware Solution.txt
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Organizing Our Dataset Into Dev, CI and Regression (optional).txt
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Organizing Our Dataset Into Dev, CI and Regression.txt
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Our First Deterministic Eval.txt
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Our First Deterministic Eval Solution.txt
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Our First LLM-As-A-Judge Eval.txt
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Our First LLM-As-A-Judge Eval Solution.txt
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Our First Model Call.txt
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Our First Model Call Solution.txt
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Passing Extra Metadata To Langfuse.txt
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Passing Extra Metadata To Langfuse Solution.txt
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Passing The Message History.txt
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Persist Chats To The Database.txt
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Persist Chats To The Database Solution.txt
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Persisting Each Step Solution.txt
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Persisting Our New Setup To The Backend.txt
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Persisting Our New Setup To The Backend Solution.txt
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Rate Limiting (optional).txt
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Rate Limiting Solution.txt
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Reporting DB Calls To Langfuse (optional).txt
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Reporting DB Calls To Langfuse Solution.txt
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Search, Scrape, Summarize.txt
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Search, Scrape, Summarize Solution.txt
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Search Grounding (optional).txt
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Search Grounding Solution.txt
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Set Up Discord Authentication.txt
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Set Up Discord Authentication Solution.txt
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Showing Sources In The Frontend.txt
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Showing Sources In The Frontend Solution.txt
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Showing The Saved Chats In The Frontend.txt
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Showing The Saved Chats In The Frontend Solution.txt
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Showing The Steps Taken in The Frontend.txt
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Showing The Steps Taken in The Frontend Solution.txt
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Showing Tool Calls In The Frontend.txt
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Showing Tool Calls In The Frontend Solution.txt
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Showing Usage In The Frontend (optional).txt
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Showing Usage In The Frontend Solution.txt
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Smoothing Our Streaming (optional).txt
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Smoothing Our Streaming Solution.txt
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Use A Combined SearchScrape API Instead (optional).txt
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Use A Combined SearchScrape API Instead Solution.txt
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