chore(docs):weekly report week 4 , 5 and 6

docs/2025/licensedb-platform/updates/2025-06-24.md

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+---
+title: Week 4
+author: Chayan Das
+tags: [gsoc25, LicenseDB]
+---
+<!--
+SPDX-License-Identifier: CC-BY-SA-4.0
+SPDX-FileCopyrightText: 2025 Chayan Das <01chayandas@gmail.com>
+-->
+
+# Week 4
+
+*(June 24, 2025 – June 31, 2025)*
+
+## Meeting 1
+
+**Date:** June 26, 2025
+
+### Attendees
+- [Chayan Das](https://github.com/ChayanDass)
+- [Dearsh Oberoi](https://github.com/deo002)
+- [Gaurav Mishra](https://github.com/GMishx)
+- [Sahil Jha](https://github.com/sjha2048)
+
+### Discussions
+- Discussed the release of the new frontend.
+- Talked about setting up refresh token support and integration with the frontend.
+
+---
+
+## Updates
+
+- Addressed all requested changes on the **User Changelog** PR.
+- Gave a demo of the messaging protocol integration to mentors.
+- Created a demo PR for **similar license and obligation search** by text.
+
+---
+
+## Planning for Next Week
+
+- Implement full refresh token support and integrate it with the frontend.
+- Improve text similarity scoring and messaging protocol reliability.
+

docs/2025/licensedb-platform/updates/2025-06-31.md

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+---
+title: Week 5
+author: Chayan Das
+tags: [gsoc25, LicenseDB]
+---
+<!--
+SPDX-License-Identifier: CC-BY-SA-4.0
+SPDX-FileCopyrightText: 2025 Chayan Das <01chayandas@gmail.com>
+-->
+
+# Week 5
+
+*(July 1, 2025 – July 7, 2025)*
+
+## Meeting 1
+
+**Date:** July 3, 2025
+
+### Attendees
+- [Chayan Das](https://github.com/ChayanDass)
+- [Dearsh Oberoi](https://github.com/deo002)
+- [Shaheem Azmal M MD](https://github.com/shaheemazmalmmd)
+
+
+### Discussions
+- Discussed the current status of refresh token implementation and integration challenges.
+- Reviewed PR feedback on the text similarity and obligation search feature.
+- Talked about improvements for the messaging protocol and its use cases.
+
+---
+
+## Updates
+
+
+- Improved the text similarity scoring for license/obligation queries using full-text search techniques.
+- Refactored messaging protocol logic to support populatedb and import licenses.
+
+---
+
+## Planning for Next Week
+
+- Add result scoring and top suggestions for similar license/obligation search.
+- fixing some general isues and writting test for some endpoints

docs/2025/licensedb-platform/updates/2025-07-07.md

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+---
+title: Week 6
+author: Chayan Das
+tags: [gsoc25, LicenseDB]
+---
+<!--
+SPDX-License-Identifier: CC-BY-SA-4.0
+SPDX-FileCopyrightText: 2025 Chayan Das <01chayandas@gmail.com>
+-->
+
+# Week 6
+
+*(July 8, 2025 – July 14, 2025)*
+
+## Meeting 1
+
+**Date:** July 10, 2025
+
+### Attendees
+- [Chayan Das](https://github.com/ChayanDass)
+- [Dearsh Oberoi](https://github.com/deo002)
+- [Shaheem Azmal M MD](https://github.com/shaheemazmalmmd)
+
+### Discussions
+- Explored approaches for improving text similarity: **GIN vs GiST index** performance for our use case.
+- Discussed setting a reasonable **threshold value** for filtering similarity results.
+- Talked about ongoing improvements to the messaging protocol.
+
+---
+
+## Updates
+
+- Created a PR to fix the **obligation creation issue** caused by shortname validation.
+- Added full **CRUD test coverage** for obligations.
+- Improved messaging protocol to better support both internal usage and external API messaging.
+
+---
+
+## Planning for Next Week
+
+- Finalize and integrate frontend & backend updates for **refresh token authentication**.
+- Add result ranking and scoring for top similar license/obligation search suggestions.
+- Address general bug fixes and continue test coverage for key APIs.