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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,6 @@ | ||
| San Francisco Weather Report: | ||
|
|
||
| Morning: 53°, Chance of Rain 1% | ||
| Afternoon: 59°, Chance of Rain 0% | ||
| Evening: 52°, Chance of Rain 3% | ||
| Overnight: 48°, Chance of Rain 2% |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,83 @@ | ||
| import { AutoGPT } from "langchain/experimental/autogpt"; | ||
| import { ReadFileTool, WriteFileTool, SerpAPI } from "langchain/tools"; | ||
| import { NodeFileStore } from "langchain/stores/file/node"; | ||
| import { HNSWLib } from "langchain/vectorstores/hnswlib"; | ||
| import { OpenAIEmbeddings } from "langchain/embeddings/openai"; | ||
| import { ChatOpenAI } from "langchain/chat_models/openai"; | ||
|
|
||
| const store = new NodeFileStore(); | ||
|
|
||
| const tools = [ | ||
| new ReadFileTool({ store }), | ||
| new WriteFileTool({ store }), | ||
| new SerpAPI(process.env.SERPAPI_API_KEY, { | ||
| location: "San Francisco,California,United States", | ||
| hl: "en", | ||
| gl: "us", | ||
| }), | ||
| ]; | ||
|
|
||
| const vectorStore = new HNSWLib(new OpenAIEmbeddings(), { | ||
| space: "cosine", | ||
| numDimensions: 1536, | ||
| }); | ||
|
|
||
| const autogpt = AutoGPT.fromLLMAndTools( | ||
| new ChatOpenAI({ temperature: 0 }), | ||
| tools, | ||
| { | ||
| memory: vectorStore.asRetriever(), | ||
| aiName: "Tom", | ||
| aiRole: "Assistant", | ||
| } | ||
| ); | ||
|
|
||
| await autogpt.run(["write a weather report for SF today"]); | ||
| /* | ||
| { | ||
| "thoughts": { | ||
| "text": "I need to write a weather report for SF today. I should use a search engine to find the current weather conditions.", | ||
| "reasoning": "I don't have the current weather information for SF in my short term memory, so I need to use a search engine to find it.", | ||
| "plan": "- Use the search command to find the current weather conditions for SF\n- Write a weather report based on the information found", | ||
| "criticism": "I need to make sure that the information I find is accurate and up-to-date.", | ||
| "speak": "I will use the search command to find the current weather conditions for SF." | ||
| }, | ||
| "command": { | ||
| "name": "search", | ||
| "args": { | ||
| "input": "current weather conditions San Francisco" | ||
| } | ||
| } | ||
| } | ||
| { | ||
| "thoughts": { | ||
| "text": "I have found the current weather conditions for SF. I need to write a weather report based on this information.", | ||
| "reasoning": "I have the information I need to write a weather report, so I should use the write_file command to save it to a file.", | ||
| "plan": "- Use the write_file command to save the weather report to a file", | ||
| "criticism": "I need to make sure that the weather report is clear and concise.", | ||
| "speak": "I will use the write_file command to save the weather report to a file." | ||
| }, | ||
| "command": { | ||
| "name": "write_file", | ||
| "args": { | ||
| "file_path": "weather_report.txt", | ||
| "text": "San Francisco Weather Report:\n\nMorning: 53°, Chance of Rain 1%\nAfternoon: 59°, Chance of Rain 0%\nEvening: 52°, Chance of Rain 3%\nOvernight: 48°, Chance of Rain 2%" | ||
| } | ||
| } | ||
| } | ||
| { | ||
| "thoughts": { | ||
| "text": "I have completed all my objectives. I will use the finish command to signal that I am done.", | ||
| "reasoning": "I have completed the task of writing a weather report for SF today, so I don't need to do anything else.", | ||
| "plan": "- Use the finish command to signal that I am done", | ||
| "criticism": "I need to make sure that I have completed all my objectives before using the finish command.", | ||
| "speak": "I will use the finish command to signal that I am done." | ||
| }, | ||
| "command": { | ||
| "name": "finish", | ||
| "args": { | ||
| "response": "I have completed all my objectives." | ||
| } | ||
| } | ||
| } | ||
| */ |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,80 @@ | ||
| import { AutoGPT } from "langchain/experimental/autogpt"; | ||
| import { ReadFileTool, WriteFileTool, SerpAPI } from "langchain/tools"; | ||
| import { InMemoryFileStore } from "langchain/stores/file/in_memory"; | ||
| import { MemoryVectorStore } from "langchain/vectorstores/memory"; | ||
| import { OpenAIEmbeddings } from "langchain/embeddings/openai"; | ||
| import { ChatOpenAI } from "langchain/chat_models/openai"; | ||
|
|
||
| const store = new InMemoryFileStore(); | ||
|
|
||
| const tools = [ | ||
| new ReadFileTool({ store }), | ||
| new WriteFileTool({ store }), | ||
| new SerpAPI(process.env.SERPAPI_API_KEY, { | ||
| location: "San Francisco,California,United States", | ||
| hl: "en", | ||
| gl: "us", | ||
| }), | ||
| ]; | ||
|
|
||
| const vectorStore = new MemoryVectorStore(new OpenAIEmbeddings()); | ||
|
|
||
| const autogpt = AutoGPT.fromLLMAndTools( | ||
| new ChatOpenAI({ temperature: 0 }), | ||
| tools, | ||
| { | ||
| memory: vectorStore.asRetriever(), | ||
| aiName: "Tom", | ||
| aiRole: "Assistant", | ||
| } | ||
| ); | ||
|
|
||
| await autogpt.run(["write a weather report for SF today"]); | ||
| /* | ||
| { | ||
| "thoughts": { | ||
| "text": "I need to write a weather report for SF today. I should use a search engine to find the current weather conditions.", | ||
| "reasoning": "I don't have the current weather information for SF in my short term memory, so I need to use a search engine to find it.", | ||
| "plan": "- Use the search command to find the current weather conditions for SF\n- Write a weather report based on the information found", | ||
| "criticism": "I need to make sure that the information I find is accurate and up-to-date.", | ||
| "speak": "I will use the search command to find the current weather conditions for SF." | ||
| }, | ||
| "command": { | ||
| "name": "search", | ||
| "args": { | ||
| "input": "current weather conditions San Francisco" | ||
| } | ||
| } | ||
| } | ||
| { | ||
| "thoughts": { | ||
| "text": "I have found the current weather conditions for SF. I need to write a weather report based on this information.", | ||
| "reasoning": "I have the information I need to write a weather report, so I should use the write_file command to save it to a file.", | ||
| "plan": "- Use the write_file command to save the weather report to a file", | ||
| "criticism": "I need to make sure that the weather report is clear and concise.", | ||
| "speak": "I will use the write_file command to save the weather report to a file." | ||
| }, | ||
| "command": { | ||
| "name": "write_file", | ||
| "args": { | ||
| "file_path": "weather_report.txt", | ||
| "text": "San Francisco Weather Report:\n\nMorning: 53°, Chance of Rain 1%\nAfternoon: 59°, Chance of Rain 0%\nEvening: 52°, Chance of Rain 3%\nOvernight: 48°, Chance of Rain 2%" | ||
| } | ||
| } | ||
| } | ||
| { | ||
| "thoughts": { | ||
| "text": "I have completed all my objectives. I will use the finish command to signal that I am done.", | ||
| "reasoning": "I have completed the task of writing a weather report for SF today, so I don't need to do anything else.", | ||
| "plan": "- Use the finish command to signal that I am done", | ||
| "criticism": "I need to make sure that I have completed all my objectives before using the finish command.", | ||
| "speak": "I will use the finish command to signal that I am done." | ||
| }, | ||
| "command": { | ||
| "name": "finish", | ||
| "args": { | ||
| "response": "I have completed all my objectives." | ||
| } | ||
| } | ||
| } | ||
| */ |
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