Open-sourcing "MindGraph", a proof of concept starter kit for building and querying against an ever-expanding knowledge graph with natural language!
- multiple input types
- simple interface
- basic search/RAG against knowledge graph
- easily extendable with integrations
- basic database swapping
GitHub in π§΅
- multiple input types
- simple interface
- basic search/RAG against knowledge graph
- easily extendable with integrations
- basic database swapping
GitHub in π§΅
Quick background is that I paused on BabyAGI work after the BabyFoxAGI mod because I felt I was missing some pieces.
Went deep on knowledge graphs (KGs) and released Instagraph (instagraph.ai) which lets you build, merge, and edit KGs....
Went deep on knowledge graphs (KGs) and released Instagraph (instagraph.ai) which lets you build, merge, and edit KGs....
Oh, and before I keep going, here's the GitHub: github.com
This is one of my bigger projects (multiple files) which I'm not used to, so be kind plz. Hopefully still some interesting and fun patterns in here for you.
This is one of my bigger projects (multiple files) which I'm not used to, so be kind plz. Hopefully still some interesting and fun patterns in here for you.
Kids woke up, and it's saturday! Will come back to add to this thread later.
The system is designed to be easily extendable using an integration manager, which enables integrations to call each other.
Hereβs how the integrations (blue) interact with each other, and call a base model.
Hereβs how the integrations (blue) interact with each other, and call a base model.
Biggest addition from InstaGraph are the conditional_add endpoints. They:
1) search through existing graph (currently keyword but vector should be added)
2) possible matches with new entry into an LLM to decide if there is a match
3) adds the node/edge if no matches are found
1) search through existing graph (currently keyword but vector should be added)
2) possible matches with new entry into an LLM to decide if there is a match
3) adds the node/edge if no matches are found
Okay, just added a section in the README for how you can add and swap databases:
github.com
(I know I wrote in contributions that I don't maintain, but don't hesitate to ping me if you want to add a database option)
github.com
(I know I wrote in contributions that I don't maintain, but don't hesitate to ping me if you want to add a database option)
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