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July 20, 2025 19:41
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html logs of langroid agent loop
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| </script> | |
| </head> | |
| <body> | |
| <div class="header"> | |
| <div class="header-line"> | |
| <div>LLM-Agent</div> | |
| <div id="timestamp">07/20/2025, 03:33:40 PM</div> | |
| </div> | |
| </div> | |
| <div class="separator"></div> | |
| <div class="controls"> | |
| <button id="toggleAllBtn" onclick="toggleAll()">Expand All</button> | |
| <label style="margin-left: 20px;"> | |
| <input type="checkbox" id="filterCheckbox" | |
| onchange="filterEntries()" checked> | |
| Show only important responses | |
| </label> | |
| </div> | |
| <div id="content"> | |
| <div class="entry system important" id="entry_0"> | |
| <div class="entity-header" onclick="toggleEntry('entry_0')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent SYSTEM</span> | |
| <div class="header-content">"You are hackernews summary creation agent. You try..."</div> | |
| </div> | |
| <div id="entry_0_content" class="entry-content collapsed"> | |
| <div class="main-content">You are hackernews summary creation agent. You try to generate detailed summaries based on the following preference. | |
| 1. Ask me for what is my relevant_text , and I will send you. Use the | |
| `relevant_extracts` tool/function-call for this purpose. Once you receive | |
| the text, you can use it to answer my question. | |
| If I say {NO_ANSWER}, it means I found no relevant docs, and you can try | |
| the next step, using a web search. | |
| 2. If you are still unable to answer, you can use the `relevant_search_extracts` | |
| tool/function-call to get some text from a web search. Once you receive the | |
| text, you can use it to answer my question. | |
| 3. If you still can't answer, simply say {NO_ANSWER} | |
| Remember to always FIRST try `relevant_extracts` to see if there are already | |
| any relevant docs, before trying web-search with `relevant_search_extracts`. | |
| use all of these extracts and form very informed report for the relevant_test. | |
| === GUIDELINES ON SOME TOOLS/FUNCTIONS USAGE === | |
| TOOL: relevant_extracts: | |
| GUIDANCE: | |
| IMPORTANT: You must include an ACTUAL query in the `query` field, | |
| IMPORTANT: When using this or any other tool/function, you MUST include a | |
| `request` field and set it equal to the FUNCTION/TOOL NAME you intend to use. | |
| TOOL: relevant_search_extracts: | |
| GUIDANCE: | |
| Use this tool to search Hacker News for new information not in the vector database. | |
| IMPORTANT: You must include an ACTUAL query in the `query` field. | |
| This will search HN using Exa, crawl the results, ingest them, and return relevant extracts. | |
| Parameters: | |
| - query: The search query (required) | |
| - num_results: Number of search results to process (optional, default: 3) | |
| - start_crawl_date: Earliest crawl date in YYYY-MM-DD format (optional) | |
| - end_crawl_date: Latest crawl date in YYYY-MM-DD format (optional) | |
| The date parameters help filter results to specific time periods when available. | |
| IMPORTANT: When using this or any other tool/function, you MUST include a | |
| `request` field and set it equal to the FUNCTION/TOOL NAME you intend to use. | |
| === ALL AVAILABLE TOOLS and THEIR FORMAT INSTRUCTIONS === | |
| You have access to the following TOOLS to accomplish your task: | |
| TOOL: relevant_extracts | |
| PURPOSE: Get docs/extracts relevant to the <query> | |
| JSON FORMAT: { | |
| "type": "object", | |
| "properties": { | |
| "request": { | |
| "default": "relevant_extracts", | |
| "type": "string" | |
| }, | |
| "query": { | |
| "type": "string" | |
| } | |
| }, | |
| "required": [ | |
| "query", | |
| "request" | |
| ], | |
| "request": { | |
| "enum": [ | |
| "relevant_extracts" | |
| ], | |
| "type": "string" | |
| } | |
| } | |
| EXAMPLES: | |
| EXAMPLE 1: | |
| { | |
| "request": "relevant_extracts", | |
| "query": "when was the Mistral LLM released?" | |
| } | |
| TOOL: relevant_search_extracts | |
| PURPOSE: Get docs/extracts relevant to the <query> from a web search | |
| JSON FORMAT: { | |
| "type": "object", | |
| "properties": { | |
| "request": { | |
| "default": "relevant_search_extracts", | |
| "type": "string" | |
| }, | |
| "query": { | |
| "type": "string" | |
| }, | |
| "num_results": { | |
| "default": 3, | |
| "type": "integer" | |
| }, | |
| "start_crawl_date": { | |
| "type": "string" | |
| }, | |
| "end_crawl_date": { | |
| "type": "string" | |
| } | |
| }, | |
| "required": [ | |
| "end_crawl_date", | |
| "query", | |
| "start_crawl_date", | |
| "request" | |
| ], | |
| "request": { | |
| "enum": [ | |
| "relevant_search_extracts" | |
| ], | |
| "type": "string" | |
| } | |
| } | |
| EXAMPLES: | |
| EXAMPLE 1: | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "when was the Mistral LLM released?", | |
| "num_results": 3, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| EXAMPLE 2: | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "latest developments in AI safety", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| EXAMPLE 3: | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "OpenAI GPT-4 discussions", | |
| "num_results": 4, | |
| "start_crawl_date": "2024-01-01", | |
| "end_crawl_date": "2024-12-31" | |
| } | |
| EXAMPLE 4: | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "cryptocurrency trends", | |
| "num_results": 3, | |
| "start_crawl_date": "2024-06-01", | |
| "end_crawl_date": null | |
| } | |
| When one of the above TOOLs is applicable, you must express your | |
| request as "TOOL:" followed by the request in the above format.</div> | |
| </div> | |
| </div> | |
| <div class="entry user important" id="entry_1"> | |
| <div class="entity-header" onclick="toggleEntry('entry_1')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent USER</span> | |
| </div> | |
| <div id="entry_1_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry user faded" id="entry_2"> | |
| <div class="entity-header" onclick="toggleEntry('entry_2')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent USER</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_2_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_3"> | |
| <div class="entity-header" onclick="toggleEntry('entry_3')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_3_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_4"> | |
| <div class="entity-header" onclick="toggleEntry('entry_4')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash)</span> | |
| <div class="header-content">"Okay, I understand. First, I need the relevant text. What is..."</div> | |
| </div> | |
| <div id="entry_4_content" class="entry-content collapsed"> | |
| <div class="main-content">Okay, I understand. First, I need the relevant text. What is your `relevant_text`?</div> | |
| </div> | |
| </div> | |
| <div class="entry user faded" id="entry_5"> | |
| <div class="entity-header" onclick="toggleEntry('entry_5')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent USER</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_5_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry agent important" id="entry_6"> | |
| <div class="entity-header" onclick="toggleEntry('entry_6')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT → user</span> | |
| <div class="header-content">"Okay, I understand. First, I need the relevant tex..."</div> | |
| </div> | |
| <div id="entry_6_content" class="entry-content collapsed"> | |
| <div class="main-content">Okay, I understand. First, I need the relevant text. What is your `relevant_text`?</div> | |
| <div class="metadata">Recipient: user</div> | |
| </div> | |
| </div> | |
| <div class="entry user important" id="entry_7"> | |
| <div class="entity-header" onclick="toggleEntry('entry_7')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent USER</span> | |
| <div class="header-content">"what are good ways to manage environment secrets for develop..."</div> | |
| </div> | |
| <div id="entry_7_content" class="entry-content collapsed"> | |
| <div class="main-content">what are good ways to manage environment secrets for developers, such as .env files etc</div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_8"> | |
| <div class="entity-header" onclick="toggleEntry('entry_8')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_8_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_9"> | |
| <div class="entity-header" onclick="toggleEntry('entry_9')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_extracts]</span> | |
| </div> | |
| <div id="entry_9_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_9_tool_0"> | |
| <span class="toggle" onclick="toggle('entry_9_tool_0')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_extracts)</span> | |
| <div class="content">```json | |
| { | |
| "request": "relevant_extracts", | |
| "query": "best practices for managing environment secrets for developers" | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry agent important" id="entry_10"> | |
| <div class="entity-header" onclick="toggleEntry('entry_10')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| <div class="header-content">" | |
| No extracts found! You can try doing ..."</div> | |
| </div> | |
| <div id="entry_10_content" class="entry-content collapsed"> | |
| <div class="main-content"> | |
| No extracts found! You can try doing a web search with the | |
| `relevant_search_extracts` tool/function-call. | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry user faded" id="entry_11"> | |
| <div class="entity-header" onclick="toggleEntry('entry_11')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent USER</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_11_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_12"> | |
| <div class="entity-header" onclick="toggleEntry('entry_12')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_12_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_13"> | |
| <div class="entity-header" onclick="toggleEntry('entry_13')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_search_extracts]</span> | |
| </div> | |
| <div id="entry_13_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_13_tool_1"> | |
| <span class="toggle" onclick="toggle('entry_13_tool_1')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_search_extracts)</span> | |
| <div class="content">Okay, I will try a web search to find information on managing environment secrets for developers. | |
| ```json | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "best practices managing environment secrets developers .env files", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_14"> | |
| <div class="entity-header" onclick="toggleEntry('entry_14')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_14_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm faded" id="entry_15"> | |
| <div class="entity-header" onclick="toggleEntry('entry_15')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash)</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_15_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_16"> | |
| <div class="entity-header" onclick="toggleEntry('entry_16')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_search_extracts]</span> | |
| </div> | |
| <div id="entry_16_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_16_tool_2"> | |
| <span class="toggle" onclick="toggle('entry_16_tool_2')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_search_extracts)</span> | |
| <div class="content">Okay, I will try a web search to find information on managing environment secrets for developers. | |
| ```json | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "best practices managing environment secrets developers .env files", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_17"> | |
| <div class="entity-header" onclick="toggleEntry('entry_17')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_17_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm faded" id="entry_18"> | |
| <div class="entity-header" onclick="toggleEntry('entry_18')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash)</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_18_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_19"> | |
| <div class="entity-header" onclick="toggleEntry('entry_19')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_search_extracts]</span> | |
| </div> | |
| <div id="entry_19_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_19_tool_3"> | |
| <span class="toggle" onclick="toggle('entry_19_tool_3')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_search_extracts)</span> | |
| <div class="content">Okay, I will try a web search to find information on managing environment secrets for developers. | |
| ```json | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "best practices managing environment secrets developers .env files", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_20"> | |
| <div class="entity-header" onclick="toggleEntry('entry_20')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_20_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm faded" id="entry_21"> | |
| <div class="entity-header" onclick="toggleEntry('entry_21')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash)</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_21_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_22"> | |
| <div class="entity-header" onclick="toggleEntry('entry_22')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_search_extracts]</span> | |
| </div> | |
| <div id="entry_22_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_22_tool_4"> | |
| <span class="toggle" onclick="toggle('entry_22_tool_4')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_search_extracts)</span> | |
| <div class="content">Okay, I will try a web search to find information on managing environment secrets for developers. | |
| ```json | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "best practices managing environment secrets developers .env files", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_23"> | |
| <div class="entity-header" onclick="toggleEntry('entry_23')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_23_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm faded" id="entry_24"> | |
| <div class="entity-header" onclick="toggleEntry('entry_24')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash)</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_24_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_25"> | |
| <div class="entity-header" onclick="toggleEntry('entry_25')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_search_extracts]</span> | |
| </div> | |
| <div id="entry_25_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_25_tool_5"> | |
| <span class="toggle" onclick="toggle('entry_25_tool_5')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_search_extracts)</span> | |
| <div class="content">Okay, I will try a web search to find information on managing environment secrets for developers. | |
| ```json | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "best practices managing environment secrets developers .env files", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="entry agent faded" id="entry_26"> | |
| <div class="entity-header" onclick="toggleEntry('entry_26')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent AGENT</span> | |
| </div> | |
| <div id="entry_26_content" class="entry-content collapsed"> | |
| </div> | |
| </div> | |
| <div class="entry llm faded" id="entry_27"> | |
| <div class="entity-header" onclick="toggleEntry('entry_27')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash)</span> | |
| <div class="header-content">"[CANNOT RESPOND]"</div> | |
| </div> | |
| <div id="entry_27_content" class="entry-content collapsed"> | |
| <div class="main-content">[CANNOT RESPOND]</div> | |
| </div> | |
| </div> | |
| <div class="entry llm important" id="entry_28"> | |
| <div class="entity-header" onclick="toggleEntry('entry_28')"> | |
| <span class="toggle">[+]</span> <span class="header-main">LLM-Agent LLM (gemini/gemini-2.0-flash) → TOOL[relevant_search_extracts]</span> | |
| </div> | |
| <div id="entry_28_content" class="entry-content collapsed"> | |
| <div class="tool-section"> | |
| <div class="collapsible collapsed" id="entry_28_tool_6"> | |
| <span class="toggle" onclick="toggle('entry_28_tool_6')">[+]</span> | |
| <span class="tool-name">TOOL(relevant_search_extracts)</span> | |
| <div class="content">Okay, I will try a web search to find information on managing environment secrets for developers. | |
| ```json | |
| { | |
| "request": "relevant_search_extracts", | |
| "query": "best practices managing environment secrets developers .env files", | |
| "num_results": 5, | |
| "start_crawl_date": null, | |
| "end_crawl_date": null | |
| } | |
| ```</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> |
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