Update readme

[dexters1]

Summary by CodeRabbit

• Documentation
  • Improved clarity and structure of installation instructions in the README.md.
  • Consolidated installation commands for various database supports into a streamlined format.
  • Updated examples for installing with PostgreSQL and Neo4j.
  • Enhanced overall flow and usability of the documentation.

[coderabbitai]

Walkthrough

The changes made in this pull request focus on refining the README.md file to improve the clarity and structure of the installation instructions for the Cognee package. The installation section has been reorganized to provide clearer guidance, consolidating individual commands for various databases into a streamlined format. Users are now instructed to replace <database> with their desired database name, and examples have been updated accordingly. Minor formatting adjustments were also made to enhance usability without introducing new functionality.

Changes

File	Change Summary
README.md	Reorganized installation instructions for clarity; consolidated commands for PostgreSQL, Weaviate, Qdrant, Neo4j, and Milvus; updated examples; minor formatting adjustments.

Possibly related PRs

• Cog 457 update postgres docs #172: Enhances the README.md by adding specific installation instructions for PostgreSQL support.
• docs: Update README.md to include postgres #179: Updates the README.md to include installation commands for PostgreSQL, relating directly to the main PR's modifications.
• docs: Fix postgres install instruction #182: Adds installation instructions for PostgreSQL in the README.md, reinforcing the objective of enhancing clarity in installation instructions.

Suggested reviewers

• Vasilije1990
• borisarzentar

🐇 "In the meadow where bunnies hop,
The README shines, no need to stop.
Clearer paths for databases bright,
Installation made easy, oh what a sight!
With each command, a joyful cheer,
For Cognee's guidance, we hold dear!" 🌼

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[coderabbitai]

Actionable comments posted: 0

🧹 Outside diff range and nitpick comments (2)

README.md (2)

38-54: Improve installation command compatibility and clarity.

A few suggestions to enhance this section:

1. Use double quotes for better Windows compatibility
2. Remove the space after the comma in the example
3. Consider adding links to database documentation

Apply these changes:

-pip install 'cognee[<database>]'
+pip install "cognee[<database>]"

-pip install 'cognee[postgres, neo4j]'
+pip install "cognee[postgres,neo4j]"

Consider adding links to each database's documentation:

- postgres ([docs](https://www.postgresql.org/docs/))
- weaviate ([docs](https://weaviate.io/developers/weaviate))

---

57-72: Optimize poetry installation section.

Consider these improvements:

1. Reference the database list from the pip section instead of duplicating it
2. Show both single and multiple database installation syntax

Apply these changes:

-Replace <database> with any of the following databases:
-- postgres
-- weaviate
-- qdrant
-- neo4j
-- milvus
+See the database list in the pip installation section above.

 Installing Cognee with PostgreSQL and Neo4j support example:
-poetry add cognee -E postgres -E neo4j
+poetry add cognee -E "postgres,neo4j"

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📥 Commits

Reviewing files that changed from the base of the PR and between bd0227b and 50e9b81.

📒 Files selected for processing (1)

• README.md (2 hunks)

🔇 Additional comments (2)

README.md (2)

23-23: LGTM! Clear and concise introduction to installation options.

The introduction effectively communicates the available installation methods and mentions database support through extras.

---

Line range hint 23-72: Overall documentation improvements look good!

The reorganized installation instructions provide clear guidance for both pip and poetry users, with good examples and a comprehensive list of supported databases. The structure is consistent and maintainable.