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Unify async/sync API pattern

enhancementNew feature or requestNew feature or request

priority: mediumMedium priority issueMedium priority issue

tech-debtTechnical debt reductionTechnical debt reduction

Status: Open.

#13 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Define constants for magic numbers

good first issueGood for newcomersGood for newcomers

hacktoberfestHacktoberfest eligibleHacktoberfest eligible

priority: lowLow priority issueLow priority issue

refactorCode refactoring and cleanupCode refactoring and cleanup

Status: Open.

#12 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Move prompts to external files or registry

area: llmLLM and AI relatedLLM and AI related

enhancementNew feature or requestNew feature or request

priority: mediumMedium priority issueMedium priority issue

Status: Open.

#11 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Add rate limiting for LLM API calls

area: llmLLM and AI relatedLLM and AI related

enhancementNew feature or requestNew feature or request

performancePerformance improvementsPerformance improvements

priority: mediumMedium priority issueMedium priority issue

Status: Open.

#10 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Fix JsonLogger to avoid full file rewrite on every log

bugSomething isn't workingSomething isn't working

performancePerformance improvementsPerformance improvements

priority: mediumMedium priority issueMedium priority issue

Status: Open.

#9 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Use context managers for PDF file handling

area: pdfPDF processing relatedPDF processing related

good first issueGood for newcomersGood for newcomers

hacktoberfestHacktoberfest eligibleHacktoberfest eligible

priority: lowLow priority issueLow priority issue

refactorCode refactoring and cleanupCode refactoring and cleanup

Status: Open.

#8 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Add input validation at API entry points

enhancementNew feature or requestNew feature or request

priority: mediumMedium priority issueMedium priority issue

Status: Open.

#7 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Extract duplicate retry logic in LLM client

area: llmLLM and AI relatedLLM and AI related

good first issueGood for newcomersGood for newcomers

hacktoberfestHacktoberfest eligibleHacktoberfest eligible

priority: lowLow priority issueLow priority issue

refactorCode refactoring and cleanupCode refactoring and cleanup

Status: Open.

#6 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Add comprehensive test coverage for core processors

hacktoberfestHacktoberfest eligibleHacktoberfest eligible

help wantedExtra attention is neededExtra attention is needed

priority: highHigh priority issueHigh priority issue

testingTesting and test coverageTesting and test coverage

Status: Open.

#5 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Fix LLM client singleton pattern to respect different configs

area: llmLLM and AI relatedLLM and AI related

bugSomething isn't workingSomething isn't working

priority: highHigh priority issueHigh priority issue

Status: Open.

#4 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Replace print statements with structured logging

good first issueGood for newcomersGood for newcomers

hacktoberfestHacktoberfest eligibleHacktoberfest eligible

priority: lowLow priority issueLow priority issue

refactorCode refactoring and cleanupCode refactoring and cleanup

Status: Open.

#3 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026

Add custom exception hierarchy for better error handling

enhancementNew feature or requestNew feature or request

priority: mediumMedium priority issueMedium priority issue

tech-debtTechnical debt reductionTechnical debt reduction

Status: Open.

#2 In NP-compete/pageindex;

· NP-compete opened on Mar 3, 2026