Merge pull request #357 from rajuljha/updates/week9_10

chore(docs): Add week 9,10 atarashi docs

Reviewed-by: shaheem.azmal@siemens.com

Author: shaheemazmalmmd

docs/2025/atarashi-enhancement/updates/2025-07-30.md

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+---
+title: Week 9
+author: Rajul Jha  
+tags: [gsoc25, Atarashi]
+---
+
+<!--  
+SPDX-License-Identifier: CC-BY-SA-4.0  
+SPDX-FileCopyrightText: 2025 Rajul Jha <rajuljha49@gmail.com>  
+-->
+
+# Week 9
+
+*(July 24, 2025 - July 30, 2025)*
+
+## Overview
+
+This week was focused on integrating the **core logic of Atarashi** into **FOSSology**. The work involved interacting with various components such as the Atarashi wrapper, FOSSology’s agent structure, and the backend database handling mechanisms.
+
+---
+
+## Development Progress
+
+* Worked on the **Atarashi wrapper for FOSSology**:
+  * Integrated the core classification logic.
+  * Ensured agent-specific parameters were properly parsed and passed.
+* Explored and understood the relevant **database tables** where Atarashi’s output will be stored.
+* Investigated and adapted existing **database handler functionalities** to support Atarashi's results.
+
+---
+
+## Meeting
+
+* I was **unable to attend the weekly sync meeting** this week due to a **doctor's appointment at AIIMS Delhi**.
+  * Underwent a scheduled **endoscopy** on July 30.
+  * Had a follow-up **consultation** on July 31.
+
+---
+
+## Status
+
+* Significant progress made in aligning Atarashi’s logic with FOSSology’s agent framework.
+* Database integration groundwork laid out, enabling result persistence in future iterations.
+* Missed the team meeting, but will catch up via notes or mentor communication.
+
+---
+
+## Next Steps
+
+* Finalize the database integration and test the complete pipeline.
+* Work on the UI form for triggering Atarashi with agent/similarity options.
+* Sync up with mentors to align on next milestones and get feedback on current progress.

docs/2025/atarashi-enhancement/updates/2025-08-06.md

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+---
+title: Week 10
+author: Rajul Jha  
+tags: [gsoc25, Atarashi]
+---
+
+<!--  
+SPDX-License-Identifier: CC-BY-SA-4.0  
+SPDX-FileCopyrightText: 2025 Rajul Jha <rajuljha49@gmail.com>  
+-->
+
+# Week 10
+
+*(July 31, 2025 - August 06, 2025)*
+
+## Overview
+
+This week marked a significant milestone in the project — the **core integration of the Atarashi agent into FOSSology** was successfully completed and tested. The Atarashi binary is now being **built as part of the FOSSology build process** and can be **invoked as a standalone agent** within the framework.
+
+---
+
+## Development Progress
+
+* **Successfully integrated the Atarashi agent** into the FOSSology system.
+  * The agent binary is now **compiled during FOSSology's build**.
+  * It executes correctly with the input data and logs outputs as expected.
+
+![image](/img/atarashi/atarashi_cli_output_1.png)
+
+* Validated the **end-to-end pipeline** from scheduling to execution.
+
+---
+
+## Meeting
+
+* Had a detailed discussion with the mentors regarding the agent configuration approach.
+* **Key decision**:
+  * The user will not configure sub-agents (e.g., tfidf, Ngram) from the Atarashi binary.
+  * The user will only select Atarashi as a license scanner in FOSSology.
+  * Agents inside of atarashi will be controlled via an `atarashi.conf` file within the agent’s directory.
+* Direction agreed upon: **Atarashi will be treated as a singular agent**, and the best-performing internal logic will be selected automatically.
+
+---
+
+## Status
+
+* Core agent integration complete.
+* Binary built with FOSSology.
+* Basic execution tested successfully.
+* Alignment achieved with mentors on configuration flow.
+
+---
+
+## Next Steps
+
+* Refactor Atarashi as a **single-agent interface** with no user-exposed options.
+* Move agent/similarity selection logic into `atarashi.conf`.
+* Implement logic to **select the best-performing agent internally by default**.
+* Begin working on UI integration to expose Atarashi agent selection in a clean and simple way.