Leo and Marius share with us the latest addition to SymbolicAI - Use ChatGPT and off-the-shelf RAG on your Terminal/Command Prompt/Shell!
You can now talk to your Terminal in free text and get an answer back, do off-the-shelf RAG over your documents.
Basic Syntax:
"query" - one-off query to LLM
!"query" - new conversation with LLM
."query" - continuation from previous !"query"
?"query" - performs web search of query using SerpAPI
"query" | document - automatic RAG over document
Procedure:
1. Open your Terminal / Command Prompt / Shell
2. pip install symbolicai
3. configure parameters such as OpenAI key using "symwzd"
4. Start chatting with LLM using "symsh"
5. Enjoy!
0:00 Introduction
0:25 Installation
3:50 Stateless Query
6:20 Stateful Query
7:25 Document Query
10:30 Off-the-shelf RAG over documents
16:55 History of past queries
19:10 Index search over chunks
24:50 Create index over directory/repository
27:45 Google Search
29:05 Advanced Content: Personality and Macros
38:35 Summary and Teaser for Future Content
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AI and ML enthusiast. Likes to think about the essences behind breakthroughs of AI and explain it in a simple and relatable way. Also, I am an avid game creator.
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