update: README.md

README.md

@@ -14,24 +14,34 @@ To access Masamune, visit [masamune.app](https://masamune.app).
 
 The search utility is powered by [Lunr.js](https://lunrjs.com/), a full-text search library for the browser.
 
-We have developed custom scrapers for each data source, which are run periodically to retrieve the latest data. You can find the scrapers in the `scrapers` directory.
+We have developed custom scrapers for each data source, which are run periodically to retrieve the latest data. 
 
 The data is stored within the `results` directory; for each of the queries, a pattern match is tried against the data, and the results are displayed.
 
-To build locally, just open index.html using a live server, eg. [this extension for VSCode](https://marketplace.visualstudio.com/items?itemName=yandeu.five-server).
+To build locally, just open `index.html` using a live server, eg. [this extension for VSCode](https://marketplace.visualstudio.com/items?itemName=yandeu.five-server).
 
 ### Masamune V2.
 
-The second iteration of Masamune is currently under development, however a beta version will be available at [masamune.app](https://masamune.app) soon. The new version will be powered by [OpenAI's Embeddings](https://platform.openai.com/docs/guides/embeddings) API, which will allow for more advanced search queries, as well as more context aware search results.
+Beta version is available at [masamune.app](https://masamune.app/new_index.html). V2 is powered by the [OpenAI's Embeddings](https://platform.openai.com/docs/guides/embeddings) API, which allows for more advanced search queries, as well as more context aware search results. Currently, the `text-embedding-3-large` model is in use.
 
 ## Retrieving the data
 
 Currently, Masamune works on the following data sources:
 
-1. [Code4rena findings](https://code4rena.com/reports).
-2. [Immunefi bugfixes](https://github.com/immunefi-team/Web3-Security-Library).
-3. [DeFi Hacks Analysis](https://wooded-meter-1d8.notion.site/0e85e02c5ed34df3855ea9f3ca40f53b).
-4. [Zellic audits](https://github.com/Zellic/publications).
-5. [yAudit findings](https://reports.yaudit.dev/).
-6. [Trail of Bits audits](https://github.com/trailofbits/publications)
-4. Various Gitbooks, such as the [Layer Zero Docs](https://layerzero.gitbook.io), [Curve Finance Docs](https://resources.curve.fi/), [MEV Wiki](https://www.mev.wiki/), etc.
+1. [Zellic](https://github.com/Zellic/publications)
+2. [Code4rena findings](https://code4rena.com/reports)
+3. [DeFi Hacks Analysis](https://wooded-meter-1d8.notion.site/0e85e02c5ed34df3855ea9f3ca40f53b)
+4. [Immunefi bugfixes](https://github.com/immunefi-team/Web3-Security-Library)
+5. [yAudit](https://reports.yaudit.dev/)
+6. [Trail of Bits](https://github.com/trailofbits/publications)
+7. Various Gitbooks, such as the [Layer Zero Docs](https://layerzero.gitbook.io), [Curve Finance Docs](https://resources.curve.fi/), [MEV Wiki](https://www.mev.wiki/), etc
+8. [Certora](https://www.certora.com/reports)
+9. [Consensys](https://diligence.consensys.io/audits/)
+10. [Dedaub](https://github.com/Dedaub/audits/)
+11. [Halborn](https://github.com/HalbornSecurity/PublicReports)
+12. [Least Authority](https://leastauthority.com/security-consulting/published-audits/)
+13. [Oak Security](https://github.com/oak-security/audit-reports/)
+14. [SlowMist](https://github.com/slowmist/Knowledge-Base/tree/master/open-report-V2/smart-contract/)
+15. [OpenZeppelin](https://blog.openzeppelin.com/tag/security-audits)
+16. [Spearbit](https://github.com/spearbit/portfolio/)
+17. [ChainSecurity](https://www.chainsecurity.com/smart-contract-audit-reports)