From 004bdf143da62847ccb6d2dccdff9e31f62d0dc6 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Mon, 25 Mar 2024 11:44:37 +0100 Subject: [PATCH] Added docs --- docs/blog/index.md | 3 +- .../architecture.png | Bin 0 -> 146695 bytes docs/blog/posts/cognee-library-release.md | 92 ++++++++++++++++++ 3 files changed, 94 insertions(+), 1 deletion(-) create mode 100644 docs/blog/posts/Cognee - library release 157322a0aa8346ebbbf8d81943b4ca4f/architecture.png create mode 100644 docs/blog/posts/cognee-library-release.md diff --git a/docs/blog/index.md b/docs/blog/index.md index 507dfa3f4..cd3fb20bf 100644 --- a/docs/blog/index.md +++ b/docs/blog/index.md @@ -7,4 +7,5 @@ The goal of the blog is to discuss broader topics around the cognee project, inc 1. [From demo to production 1](posts/from-demo-to-production-1.md) 2. [From demo to production 2](posts/from-demo-to-production-2.md) 3. [From demo to production 3](posts/from-demo-to-production-3.md) -4. [From demo to production 4](posts/from-demo-to-production-4.md) \ No newline at end of file +4. [From demo to production 4](posts/from-demo-to-production-4.md) +5. [Cognee - library release](posts/cognee-library-release.md) \ No newline at end of file diff --git a/docs/blog/posts/Cognee - library release 157322a0aa8346ebbbf8d81943b4ca4f/architecture.png b/docs/blog/posts/Cognee - library release 157322a0aa8346ebbbf8d81943b4ca4f/architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..bc0c5f6abbe498403d8cd6ecea21610f8f03ed5a GIT binary patch literal 146695 zcmeFZX*|^Z`!+6V85JT$g;XMYi0oV0cQcV)vaivMEJI`|gtBEFvX6ZmyD5^g@7q{X zm@I>=F^2zp`u(o!cXfU5|HJ!!-4E`b^sO6KRLa-V?cH$h*cZpNXSC(>M<3txZ*xPpel;}~6vznOZ z+^a^EG`g>L7NU81gx9?+bQ8-Sj+a>}FJG1YX?mD>6ukF;{j=yjP?kLM*H;wJEYC6> z`}-@VI{~_XfAK7U;s5>U|2>Vrp1}W$jsMHi;TgxbiXNGP^LdR2drL_<_T!XQ+ZXFi zE>Z9zC^P@-)JpH}@Aw~9W8?@?{`;9Z_DLAIqQ+1BBgZMiQ{Qv_{+;*dxdNVva+Mk4 z4iBaeecTAs2ZU)%UR8&{$Z*=F@n(#uNEUbIz zAA(Kx$R180T*V|E>M1CAT_E8$gGZiaYgwH8eQy?&{^zD1oB5NrWD1ip2*NnVr+!Qq zcZ|Z~=Y}A&Ak|;j!f;*C;m#h*_o@-IOUJ}qv83()-(TeA7Ob;sSa0Xa{5lVQ9ryQp 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We employ Large Language Models (LLMs) to break down text into propositions and link them, forming graphs with propositions as nodes and their connections as edges. For example, **"Grass is green", and "2 + 5 = 5"** are propositions. The first proposition has the truth value of "true" and the second "false". The inspiration was found in the following [paper](https://arxiv.org/pdf/2312.06648.pdf) + + + + + + + +To enhance the Pythonic interface, we streamlined the use of cognee into three primary methods. Users can now execute the following steps: + +- **cognee.add(data)**: This method is used to input and normalize the data. It ensures the data is in the correct format and ready for further processing. +- **cognee.cognify()**: This function constructs a multilayer network of propositions, organizing the data into an interconnected, semantic structure that facilitates complex analysis and retrieval. +- **cognee.search(query, method='default')**: The search method enables the user to locate specific nodes, vectors, or generate summaries within the dataset, based on the provided query and chosen search method. We employ a combination of search approaches, each one relying on the technology implemented by vector datastores and graph stores. + +# Integration and Workflow + +The integration of these three components allows for a cohesive and efficient workflow: + +**Data Input and Normalization**: + +Initially, Cognee.add is employed to input the data. During this stage, a dlt loader operates behind the scenes to process and store the data, assigning a unique dataset ID for tracking and retrieval purposes. This ensures the data is properly formatted and normalized, laying a solid foundation for the subsequent steps. + +**Creation of Multilayer Network**: + + Following the data normalization, Cognee.cognify takes the stage, constructing a multilayer network from the propositions derived from the input data. The network is created using LLM as a judge approach, with specific prompt that ask for creating of a set of relationships. This approach results in a set of layers and relationships that represent the document. + +**Data Retrieval and Analysis** + +The final step involves Cognee.search, where the user can query the constructed network to find specific information, analyze patterns, or extract summaries. The flexibility of the search function allows to search for content labels, summaries, nodes and also be able to retrieve data via similarity search. We also enable a combination of methods, which leads to getting benefits of different search approaches. + +# **What’s next** + +We're diligently developing our upcoming features, with key objectives including: + +1. Adding audio and image support +2. Improving search +3. Adding evals +4. Adding local models +5. Adding dspy + +To keep up with the progress, explore our [implementation](https://github.com/topoteretes/cognee) on GitHub and, if you find it valuable, consider starring it to show your support. \ No newline at end of file