In order for us to help, we need to know a few things:
What size is the tank?
How long has it been set up for?
Do you know what "cycling" is, have you done it and if so, how?
Do you have test kits for ammonia and nitrite, and if you do, could you post your most recent results?
To be honest, this sounds like ammonia or nitrite poisoning. In laymans terms, ammonia is fish wee and is really, really toxic to them. Imagine living in a toilet - it's like that, but way, way worse for fish. Cycling a filter is a way of building up loads of friendly bacteria that save your fish by eating the ammonia. In an unhealthy tank, there are not enough of these natural, friendly bacteria and so your fish die in their own waste.
This is a problem when tanks are newly set up and/or have too many fish and/or the owner adds too many fish at once (which I think you have done) and/or when there isn't a filter on the tank. There are a few other reasons, such as powercuts which stop the filter working for a while.
If you only had two fish in the tank, then added a group of barbs, a group of guppies and a siamese fighter, then I can assure you that even if this didn't kill the fish, it really, really didn't help and would have killed them eventually anyway.
Fishkeeping is a waiting game. Unless you do a fish-less cycle by adding ammonia yourself without any fish in the tank, you can't add all your fish at once and even then, the tank needs to be empty for a month or two before you can put fish into it.
Check this out -
Beginners' Resource Centre
I know you have kept tropicals for a little while, but doing things in the way that actually is best for the fish is often the last thing that pet shops will advise. Sometimes they just don't know any better, sometimes the staff are forbidden from giving good advice (been there) and sometimes they are sort of hoping the fish die so you'll get new ones. Getting advice from friends with fish also leads to the same problems, as many of them will have recieved the advice from bad pet shops. Even if they did get good advice, they might have been impatient or forgotten some things and given you bad advice.
You should also be aware the siamese fighting fish are generally really bad community fish and also tend to fight guppies. They are best kept in their own tank of about 30 litres, 15 litres as an absolute minimum (and I'd say only do that if you really know what you are doing because as strange as it sounds, the smaller the tank, the harder it is to look after).
I hope this has been some help. Please check out the link. Any major disparities between how you do things and how it is recommended there may well be a contributing factor to your fish dying.