fix: minor doc issues

README.md

@@ -277,7 +277,7 @@ This software is distributed under the **BSD-3-Clause-Clear** license. Read [thi
 
 ## Support
 
-<a target="_blank" href="https://community.zama.ai">
+<a target="_blank" href="https://zama.ai/community-channels">
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   <source media="(prefers-color-scheme: dark)" srcset="https://github.com/zama-ai/concrete-ml/assets/157474013/86502167-4ea4-49e9-a881-0cf97d141818">
   <source media="(prefers-color-scheme: light)" srcset="https://github.com/zama-ai/concrete-ml/assets/157474013/3dcf41e2-1c00-471b-be53-2c804879b8cb">

UPGRADING.md

@@ -1,6 +1,6 @@
 # Upgrading Concrete ML In Your Project
 
-This guide aims to help developers who are upgrading from older versions of Concrete ML. Although we cannot cover everything, we have compiled the most important points to assist you in your transition. If you encounter any issues, please do not hesitate to reach out to https://community.zama.ai or ask on the fhe.org Discord.
+This guide aims to help developers who are upgrading from older versions of Concrete ML. Although we cannot cover everything, we have compiled the most important points to assist you in your transition. If you encounter any issues, please reach out through our [community channels](https://zama.ai/community-channels).
 
 ## Upgrading to 1.0.0
 

docs/README.md

@@ -49,8 +49,7 @@ Refer to the API, review product architecture, and access additional resources f
 
 Ask technical questions and discuss with the community. Our team of experts usually answers within 24 hours in working days.
 
-- [Community forum](https://community.zama.ai/c/concrete-ml/8)
-- [Discord channel](https://discord.fhe.org/)
+- [Community channels](https://zama.ai/community-channels)
 
 ### Developers
 

docs/SUMMARY.md

@@ -42,7 +42,6 @@
 ## References
 
 - [API](references/api/README.md)
-- [Pandas support](references/pandas.md)
 
 ## Explanations
 

docs/developer/debug_support_submit_issues.md

@@ -6,7 +6,7 @@ Before opening an issue or asking for support, please read this documentation to
 
 Furthermore, undefined behavior may occur if the input-set, which is internally used by the compilation core to set bit-widths of some intermediate data, is not sufficiently representative of the future user inputs. With all the inputs in the input-set, it appears that intermediate data can be represented as an n-bit integer. But, for a particular computation, this same intermediate data needs additional bits to be represented. The FHE execution for this computation will result in an incorrect output, as typically occurs in integer overflows in classical programs.
 
-If you didn't find an answer, you can ask a question on the [Zama forum](https://community.zama.ai) or in the FHE.org [Discord](https://discord.fhe.org).
+If you didn't find an answer, you can ask a question through the [community channels](https://zama.ai/community-channels).
 
 ## Submitting an issue
 

docs/getting-started/README.md

@@ -107,12 +107,9 @@ If you have built awesome projects using Concrete ML, feel free to let us know a
 
 ## Additional resources
 
-- [Dedicated Concrete ML community support](https://community.zama.ai/c/concrete-ml/8)
+- [Community channels](https://zama.ai/community-channels)
 - [Zama's blog](https://www.zama.ai/blog)
-- [FHE.org community](https://fhe.org)
 
 ## Support
 
-- Support forum: [https://community.zama.ai](https://community.zama.ai) (we answer in less than 24 hours).
-- Live discussion on the FHE.org Discord server: [https://discord.fhe.org](https://discord.fhe.org) (inside the #**concrete** channel).
-- Do you have a question about Zama? Write us on [Twitter](https://twitter.com/zama_fhe) or send us an email at: **[email protected]**
+- [Community channels](https://zama.ai/community-channels) (we answer in less than 24 hours).