Update Cognee installation and configuration details

[gkorland]

Updated prerequisites and installation instructions for Cognee, including Python version requirements and Docker setup. Modified code examples to reflect changes in the FalkorDB provider name and added details on environment variables.

Update

Added a recommendation to install Cognee 1.2 in the install section. Cognee 1.2.2 is the current PyPI release and the FalkorDB community adapter (0.3.1) supports cognee <2.0.0, so the install is pinned to cognee>=1.2,<2.0.

Summary by CodeRabbit

• Documentation
  • Updated setup and quick-start guidance for Cognee to reflect current adapter naming and configuration.
  • Clarified supported Python versions, installation steps, and environment variables.
  • Expanded search examples and refreshed configuration snippets, troubleshooting, FAQ, and resource links.
  • Revised reset and cleanup instructions for clearer project state management.

[coderabbitai]

📝 Walkthrough

Walkthrough

The Cognee documentation is updated to align with the community FalkorDB adapter's current naming conventions, replacing "falkordb" provider references with "falkor", updating the adapter import pattern, revising pip install commands, changing the LLM model example, and updating prune/reset guidance across installation, examples, configuration, troubleshooting, and FAQ sections.

Changes

Cognee documentation update

Layer / File(s)	Summary
Installation and quick start example agentic-memory/cognee.md	Prerequisites, Docker setup, and pip install commands are updated for the new adapter package and Python version range; the quick start example imports register from the new adapter module, configures "falkor" provider, and resets via prune.prune_system(metadata=True).
Advanced search and LLM config examples agentic-memory/cognee.md	The advanced search example is updated with CHUNKS/RAG_COMPLETION and an expanded list of search types; the example LLM model changes from gpt-4 to gpt-4o-mini, and reset code uses prune.prune_system(metadata=True).
Configuration reference updates agentic-memory/cognee.md	Environment variable docs add dataset handler variables, and database configuration snippets switch to "falkor" provider naming for graph and vector setups.
Troubleshooting, resources, and FAQ updates agentic-memory/cognee.md	Troubleshooting sections, resource links, and FAQ answers are revised to reference "falkor" provider naming, the updated adapter import, and the prune.prune_system(metadata=True) reset instruction.

Estimated code review effort: 2 (Simple) | ~10 minutes

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately summarizes the main documentation changes to Cognee installation and configuration details.

✨ Finishing Touches

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• Commit unit tests in branch gkorland-patch-4

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[Copilot]

Pull request overview

Updates the Cognee integration guide to reflect the current FalkorDB community adapter requirements and configuration conventions, aiming to reduce setup friction and common misconfigurations.

Changes:

• Tightened prerequisites (Python version range) and added a Docker one-liner for running FalkorDB locally.
• Updated the quick start and configuration examples to use the adapter’s registered provider name ("falkor") and refreshed prune_system/LLM model examples.
• Expanded troubleshooting and resources, including notes on environment variables and “unsupported provider” errors.

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[dragnot]

@gkorland I pushed a small follow-up commit directly to this PR branch that recommends Cognee 1.2 in the install section (pinned to cognee>=1.2,<2.0). Cognee 1.2.2 is the current PyPI release and the FalkorDB adapter 0.3.1 supports cognee <2.0.0. The change is already applied and CI is green, so no action needed on your side other than a review and approval when you get a chance. 🙏

[coderabbitai]

🧹 Nitpick comments (1)

agentic-memory/cognee.md (1)

42-61: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Pin the install inputs to the tested release line.

The prereqs, Docker command, and pip install step all float on moving targets (falkordb:latest, the unversioned adapter package, and the “latest release” wording). That makes the guide non-reproducible and the version matrix ambiguous. Pin the image/adapter versions, or clearly label them as examples validated against the 1.2 line.

🤖 Prompt for AI Agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@agentic-memory/cognee.md` around lines 42 - 61, The setup instructions are
floating on unpinned release targets, so update the installation guidance in the
Cognee FalkorDB section to use fixed, tested versions or explicitly mark them as
examples validated against the 1.2 line. Reference the prereqs list, the Docker
command, and the Installation section in cognee.md, and replace the moving
targets for the FalkorDB image and community adapter package with specific
versioned inputs or a clear tested-version note.

🤖 Prompt for all review comments with AI agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Nitpick comments:
In `@agentic-memory/cognee.md`:
- Around line 42-61: The setup instructions are floating on unpinned release
targets, so update the installation guidance in the Cognee FalkorDB section to
use fixed, tested versions or explicitly mark them as examples validated against
the 1.2 line. Reference the prereqs list, the Docker command, and the
Installation section in cognee.md, and replace the moving targets for the
FalkorDB image and community adapter package with specific versioned inputs or a
clear tested-version note.

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ℹ️ Review info

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Configuration used: defaults

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Run ID: edb8cd00-e620-418f-8528-fdd77755525d

📥 Commits

Reviewing files that changed from the base of the PR and between e1352de and dd797c9.

📒 Files selected for processing (1)

• agentic-memory/cognee.md