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 1/5] 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. 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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 From 3699fe9e84bf55190303c1b03d79a3a7ce7eed25 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Mon, 25 Mar 2024 12:01:34 +0100 Subject: [PATCH 2/5] Added docs --- docs/blog/posts/cognee-library-release.md | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/docs/blog/posts/cognee-library-release.md b/docs/blog/posts/cognee-library-release.md index 05e00e64b..649635267 100644 --- a/docs/blog/posts/cognee-library-release.md +++ b/docs/blog/posts/cognee-library-release.md @@ -29,11 +29,20 @@ With the integration of Keepi.ai, we encountered several challenges that made us Moving forward, we have adopted several new strategies, features, and design principles: + + + + From ec3b453ce3e158acc805580b6104125541dee323 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Mon, 25 Mar 2024 12:13:11 +0100 Subject: [PATCH 4/5] Added docs --- docs/blog/posts/cognee-library-release.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/blog/posts/cognee-library-release.md b/docs/blog/posts/cognee-library-release.md index d7193421d..4c719594a 100644 --- a/docs/blog/posts/cognee-library-release.md +++ b/docs/blog/posts/cognee-library-release.md @@ -33,7 +33,7 @@ Moving forward, we have adopted several new strategies, features, and design pri 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) +The inspiration was found in the following paper: https://arxiv.org/pdf/2312.06648.pdf @@ -53,7 +53,7 @@ Utilizing LLMs, we construct layers within the multilayer network to house propo For example, if "John Doe" authored two New York Times cooking articles, we could extract an "ingredients" layer when needed, while also easily accessing all articles by "John Doe". -We used concepts from psycholinguistics described [here](https://arxiv.org/abs/1507.08539) +We used concepts from psycholinguistics described here: https://arxiv.org/abs/1507.08539 From e925867a7dbf76fb22a2119333832f7a28329e50 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Mon, 25 Mar 2024 14:09:22 +0100 Subject: [PATCH 5/5] Added docs --- docs/blog/posts/cognee-library-release.md | 16 +++++----------- 1 file changed, 5 insertions(+), 11 deletions(-) diff --git a/docs/blog/posts/cognee-library-release.md b/docs/blog/posts/cognee-library-release.md index 4c719594a..a1368b49f 100644 --- a/docs/blog/posts/cognee-library-release.md +++ b/docs/blog/posts/cognee-library-release.md @@ -28,22 +28,19 @@ With the integration of Keepi.ai, we encountered several challenges that made us Moving forward, we have adopted several new strategies, features, and design principles: - - - To enhance the Pythonic interface, we streamlined the use of cognee into three primary methods. Users can now execute the following steps: