fix: ai tools and cqube projects

Signed-off-by: Shruti3004 <[email protected]>
Code4GovTech · Dec 8, 2023 · 242e0f1 · 242e0f1
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diff --git a/docs/2023/AI Tools/Deployment Optimization/index.md b/docs/2023/AI Tools/Deployment Optimization/index.md
@@ -13,6 +13,4 @@ Manas Sivakumar
 - [GitHub](https://github.com/Manas23601)
 
 # Project Description
-Set-up a pipeline and workflow to automate infrastructure initialization
-
-# Project Goals
+Set-up a pipeline and workflow to automate infrastructure initialization
diff --git a/docs/2023/AI Tools/Deployment Optimization/setup.md b/docs/2023/AI Tools/Deployment Optimization/setup.md
diff --git a/docs/2023/AI Tools/Deployment Optimization/updates/2023-07-07.md b/docs/2023/AI Tools/Deployment Optimization/updates/2023-07-07.md
@@ -7,8 +7,6 @@ author: Manas Sivakumar
 - Fix Bash Script to Generate Docker File
 - GitHub Action to Build and Push Images to ghcr.io
 
-## Screenshots / Videos 
-
 ## Contributions
 - [Bash Script](https://github.com/Samagra-Development/ai-tools/issues/118)
 - [Github Worflow](https://github.com/Samagra-Development/ai-tools/issues/132)

diff --git a/docs/2023/AI Tools/Deployment Optimization/updates/2023-07-14.md b/docs/2023/AI Tools/Deployment Optimization/updates/2023-07-14.md
@@ -6,8 +6,6 @@ author: Manas Sivakumar
 ## Milestones
 - Ansible Script to deploy Images in a Remote Machine
 
-## Screenshots / Videos 
-
 ## Contributions
 - [Ansible Script](https://github.com/Samagra-Development/ai-tools/issues/195)
 - [Ansible Script](https://github.com/Samagra-Development/ai-tools/issues/139)

diff --git a/docs/2023/AI Tools/Deployment Optimization/updates/2023-07-21.md b/docs/2023/AI Tools/Deployment Optimization/updates/2023-07-21.md
@@ -7,8 +7,6 @@ author: Manas Sivakumar
 - [ ] Update Vault Setup in NginX
 - [ ] Ansible Script to setup Ai-Tools Nginx
 
-## Screenshots / Videos 
-
 ## Contributions
 - [Vault Setup](https://github.com/Samagra-Development/ai-tools/pull/208)
 - [Nginx Setup](https://github.com/Samagra-Development/ai-tools/pull/210)

diff --git a/docs/2023/AI Tools/Deployment Optimization/updates/2023-08-25.md b/docs/2023/AI Tools/Deployment Optimization/updates/2023-08-25.md
@@ -11,4 +11,4 @@ author: Manas Sivakumar
 - Map Images with section headers based on relative positions.
 
 ## Learnings
-Optical Character Recognition using Cipher Substitution.
+- Optical Character Recognition using Cipher Substitution.
diff --git a/docs/2023/AI Tools/Deployment Optimization/updates/2023-09-01.md b/docs/2023/AI Tools/Deployment Optimization/updates/2023-09-01.md
@@ -13,4 +13,4 @@ author: Manas Sivakumar
 - [Google Colab](https://colab.research.google.com/drive/1dtIgnFdyLK-dZjBNdbp1_C7L-QiE6wLN#scrollTo=MQIkGCXSzeRC)
 
 ## Learnings
-Brainstormed various strategies to get desired results. Made a pro-con list for each strategy that includes time and memory constraints.
+- Brainstormed various strategies to get desired results. Made a pro-con list for each strategy that includes time and memory constraints.
diff --git a/docs/2023/AI Tools/Dictionary Augmented Transformers/setup.md b/docs/2023/AI Tools/Dictionary Augmented Transformers/setup.md
diff --git a/docs/2023/AI Tools/Document Uploader/setup.md b/docs/2023/AI Tools/Document Uploader/setup.md
diff --git a/docs/2023/AI Tools/Document Uploader/updates/2023-07-07.md b/docs/2023/AI Tools/Document Uploader/updates/2023-07-07.md
@@ -8,7 +8,6 @@ author: Harshit Gupta
 - [x] Researching a method for chunking free text out from a stream of string.
 - [x] Implement a benchmark model and test it's results.
 - [x] Comparing the results with [Jugalbandi API's method](https://github.com/OpenNyAI/jugalbandi-api) for text chunking.
-<!-- - [ ] Give the description about Milestone 4 -->
 
 ## Contributions
 - [Here's the link](https://colab.research.google.com/drive/1AgRUKep8juyyJcOik9kY1PFnkc8OCxhe?usp=sharing) to the google colab notebook used to create a benchmark and test it against Jugalbandi API

diff --git a/docs/2023/AI Tools/Neural Coref/index.md b/docs/2023/AI Tools/Neural Coref/index.md
@@ -15,10 +15,10 @@ Sai Gopal Reddy Kovvuri
 
 # Project Description
 
-Initial scope:
+**Initial scope:**
 
 During conversation with a chatbot, the user may refer to previous chatbot answers or his earlier questions either implicitly or explicitly. The goal is to take the user's question and resolve the contextual references before passing to a retrieval model for getting more accurate/relavant documents.
 
-Project scope update:
+**Project scope update:**
 
 Automate synthetic data generation and finetuning process for various NLP tasks via requests to api endpoints and a frontend.
diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-07-07.md b/docs/2023/AI Tools/Neural Coref/updates/2023-07-07.md
@@ -8,8 +8,6 @@ author: Sai Gopal Reddy Kovvuri
 - [x] Evaluate spaCy and fcoref models on test cases.
 - [x] Setup training pipeline for fcoref model.
 
-## Screenshots / Videos 
-
 ## Contributions
 - Identified and raised an [issue](https://github.com/Samagra-Development/ai-tools/issues/188) regarding coreference resolution models.
 - Updated contributions [here](https://github.com/Samagra-Development/ai-tools/issues/42#issuecomment-1619750099).

diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-07-14.md b/docs/2023/AI Tools/Neural Coref/updates/2023-07-14.md
@@ -8,8 +8,6 @@ author: Sai Gopal Reddy Kovvuri
 - [ ] Validate the quality of generated samples.
 - [x] Finetune and evaluate BART on test cases.
 
-## Screenshots / Videos 
-
 ## Contributions
 - Updated [issue](https://github.com/Samagra-Development/ai-tools/issues/174#issuecomment-1619736194).
 - [Commit](https://github.com/ksgr5566/coref/commit/1bb94dfd924c44140e083f4e34e551eaf080261f): Added training pipeline (from generating data to training BART).

diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-07-21.md b/docs/2023/AI Tools/Neural Coref/updates/2023-07-21.md
@@ -9,7 +9,6 @@ author: Sai Gopal Reddy Kovvuri
 - [x] Fix blocking api calls issues by processing the requests async.
 - [x] Integrate fcoref to AI-Tools.
 
-## Screenshots / Videos 
 
 ## Contributions
 - [Commit](https://github.com/ksgr5566/AutoTuneNLP/commit/fe9f1ee49c5fa94ef9b24cd5930a9c1aecfb7390): Finished scalable POST data end point.

diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-08-11.md b/docs/2023/AI Tools/Neural Coref/updates/2023-08-11.md
@@ -8,8 +8,6 @@ author: Sai Gopal Reddy Kovvuri
 - [x] Enable retrieval of in-between rationales and queries.
 - [x] Test DSP performance with GPT2 as LM.
 
-## Screenshots / Videos 
-
 ## Contributions
 - [Colab Gist](https://colab.research.google.com/gist/ksgr5566/f23d85b555cbd3002a02cdf72c95239e/colbert-search.ipynb): Notebook covering above milestones.
 

diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-08-18.md b/docs/2023/AI Tools/Neural Coref/updates/2023-08-18.md
@@ -8,8 +8,6 @@ author: Sai Gopal Reddy Kovvuri
 - [x] Integrate DSP to AI-Tools.
 - [x] Implement word frequecy search based on tags.
 
-## Screenshots / Videos 
-
 ## Contributions
 - [PR](https://github.com/Samagra-Development/ai-tools/pull/250): DSP to AI-Tools.
 - [Document](https://github.com/Samagra-Development/ai-tools/issues/172#issuecomment-1680449680) on DSP.

diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-08-25.md b/docs/2023/AI Tools/Neural Coref/updates/2023-08-25.md
@@ -7,8 +7,6 @@ author: Sai Gopal Reddy Kovvuri
 - [x] Explore possible approaches for hybrid search support to augment vector embedding search retrieval.
 - [x] Integrate word score to AI-Tools.
 
-## Screenshots / Videos 
-
 ## Contributions
 - [Notebook Gist](https://colab.research.google.com/gist/ksgr5566/30df8766d7981b85326c6939c8e51ae4/word_freq_score.ipynb) containing approaches tried.
 - [PR](https://github.com/Samagra-Development/ai-tools/pull/254): Word score integration to AI-Tools.

diff --git a/docs/2023/AI Tools/Neural Coref/updates/2023-09-01.md b/docs/2023/AI Tools/Neural Coref/updates/2023-09-01.md
@@ -7,8 +7,6 @@ author: Sai Gopal Reddy Kovvuri
 - [x] Convert National Education Policy document to a structured csv file with required headings.
 - [x] Create a UI Template for AutoTuneNLP.
 
-## Screenshots / Videos 
-
 ## Contributions
 - [Colab gist](https://colab.research.google.com/gist/ksgr5566/e58a9587de8aaa41bd5f2c5d86b7b4b8/json_to_csv.ipynb) for structuring NEP pdf.
 - [UI Template](https://drive.google.com/file/d/1CnzMhyal6Oe4ax79UIL8dWuGA5un_dgQ/view?usp=sharing).

diff --git a/docs/2023/cQube/Ingestion Speedup and Refactoring/setup.md b/docs/2023/cQube/Ingestion Speedup and Refactoring/setup.md
diff --git a/docs/2023/cQube/Ingestion Speedup and Refactoring/updates/2023-07-07.md b/docs/2023/cQube/Ingestion Speedup and Refactoring/updates/2023-07-07.md
@@ -18,7 +18,7 @@ author: Shashwat Mahajan
 
 ## Contributions
 
-🚀 **Pull Request:** [mplementation - QuoteChar](https://github.com/ChakshuGautam/cQube-ingestion/pull/164)
+🚀 **Pull Request:** [Implementation - QuoteChar](https://github.com/ChakshuGautam/cQube-ingestion/pull/164)
 
 🚀 **Pull Request:** [Implementation - csv-delimiter ](https://github.com/ChakshuGautam/cQube-ingestion/pull/165)
 

diff --git a/docs/2023/cQube/Input File Validator/index.md b/docs/2023/cQube/Input File Validator/index.md
@@ -13,5 +13,3 @@ Peddi Sai Lohith
 - [Email](mailto:[email protected])
 - [Linked In](https://www.linkedin.com/in/peddi-lohith-3a0851203/)
 - [GitHub](https://github.com/lohith1392)
-
-# Project Description
diff --git a/docs/2023/cQube/Input File Validator/setup.md b/docs/2023/cQube/Input File Validator/setup.md
diff --git a/docs/2023/cQube/Input File Validator/updates/2023-07-14.md b/docs/2023/cQube/Input File Validator/updates/2023-07-14.md
@@ -15,8 +15,6 @@ author: Peddi Sai Lohith
 
 ![High Level design](./images/High_level_diagram.png)
 
-## Contributions
-
 ## Learnings
 
 - Explored different tech stack options to identify the most suitable technologies.

diff --git a/docs/2023/cQube/Input File Validator/updates/2023-07-28.md b/docs/2023/cQube/Input File Validator/updates/2023-07-28.md
@@ -10,10 +10,6 @@ author: Peddi Sai Lohith
 - [x] Minor bug fixes regarding Error Reporting System.
 - [x] Worked On my Presentation for Mid-Point Evalutaion
 
-## Screenshots / Videos
-
-## Contributions
-
 ## Learnings
 
 - [Presented the work in Midpoint Demo Showcase](https://1drv.ms/p/s!AtG0mX-_V39ihVMn5BvFq66WxR9K?e=bZBRGF)

diff --git a/docs/2023/cQube/cQubeChat/setup.md b/docs/2023/cQube/cQubeChat/setup.md
diff --git a/docs/2023/cQube/cQubeChat/updates/2023-07-28.md b/docs/2023/cQube/cQubeChat/updates/2023-07-28.md
@@ -9,8 +9,6 @@ author: Suyash Gautam
 - [x] Worked on prompt optimizing.
 - [x] Fixed minor issues in visualization of data.
 
-## Screenshots / Videos 
-
 ## Contributions
 
 - [Prompt enhancement and updated sample questions](https://github.com/Sunbird-cQube/cQubeChat/pull/21)

diff --git a/docs/2023/cQube/cQubeChat/updates/2023-08-04.md b/docs/2023/cQube/cQubeChat/updates/2023-08-04.md
@@ -16,7 +16,6 @@ author: Suyash Gautam
 
 - [Made SQL statement expandable](https://github.com/Sunbird-cQube/cQubeChat/pull/24)
 
-
 ## Learnings
 
 - Streamlit expander component and how latex can be used to modify the text decoration of the label.
diff --git a/docs/2023/cQube/cQubeChat/updates/2023-09-01.md b/docs/2023/cQube/cQubeChat/updates/2023-09-01.md
@@ -7,8 +7,6 @@ author: Suyash Gautam
 - [x] Deployed cQubeChat in production environment.
 - [x] Worked on final presentation and demo.
 
-## Screenshots / Videos 
-
 ## Contributions
 - [cQubeChat official deployment](https://cqubechat.t2s.samagra.io)
Original file line number	Diff line number	Diff line change
Expand Up		@@ -16,7 +16,6 @@ author: Suyash Gautam

		- [Made SQL statement expandable](https://github.com/Sunbird-cQube/cQubeChat/pull/24)


		## Learnings

		- Streamlit expander component and how latex can be used to modify the text decoration of the label.